{"id":"W4378421878","doi":"10.2139/ssrn.4459470","title":"Factory of Minerals. Dependence of the Geological Structure of the Deep Earth Interior on Earthquake Processes","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Earth (classical element); Factory (object-oriented programming); Geology; Geochemistry; Mining engineering; Seismology; Earth science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001987237,0.0001590935,0.0001651687,0.0005602228,0.0002610862,0.0007681678,0.0002208764,0.0001788255,0.01245033],"category_scores_gemma":[0.002580266,0.0001633279,0.0001879352,0.0007346541,0.0004345152,0.0006976949,0.0004009345,0.0003585209,0.001989236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003332378,"about_ca_system_score_gemma":0.0002717051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00626242,"about_ca_topic_score_gemma":0.007563209,"domain_scores_codex":[0.9999259,0.000007876862,0.000003734623,0.0000198603,0.00002688024,0.00001582787],"domain_scores_gemma":[0.9980228,0.0006773214,0.000782845,0.0001559348,0.0001632482,0.0001978732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007395336,0.000107803,0.6688452,0.000207336,0.00009170111,0.0003936017,0.0003779492,0.01317636,0.01336125,0.1363544,0.00846545,0.1578795],"study_design_scores_gemma":[0.00003254281,0.00008468313,0.889027,0.0000205686,0.00004481654,0.0003795361,0.000223158,0.007898049,0.003334773,0.07882085,0.02011804,0.00001591753],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299721,0.002576714,0.007565123,0.002129812,0.00006553168,0.00001361003,0.007017688,0.000199926,0.05045949],"genre_scores_gemma":[0.9927436,0.0006036204,0.0007402585,0.00004286431,0.00002094378,0.000002811023,0.0009794364,0.00002162724,0.004844896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245033,"threshold_uncertainty_score":0.04165053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008193534832695108,"score_gpt":0.2031473243792327,"score_spread":0.1949537895465376,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}